Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 1987.639934 2161.306908 2337.097803 2528.065573 2729.370048 2934.976896 3160.554075
2025-06-01 1712.966304 1973.378408 2246.933692 2554.516549 2889.529115 3242.208163 3640.388830
2025-06-08 1508.215027 1816.605768 2149.802213 2534.068567 2962.531062 3423.221427 3953.621977
2025-06-15 1398.409396 1747.160806 2132.667273 2586.302487 3101.417366 3664.283521 4321.904381
2025-06-22 1284.500348 1660.917778 2085.912018 2595.257727 3183.139272 3834.707516 4605.735281
2025-06-29 1179.856751 1576.322831 2032.973610 2589.614600 3241.696946 3973.705841 4849.789692
2025-07-06 1052.745010 1455.957815 1930.169949 2518.372872 3217.863731 4013.168693 4975.715784
2025-07-13 1021.114872 1448.783821 1959.505660 2601.004727 3372.084198 4256.691134 5335.707028
2025-07-20 972.668596 1417.026347 1956.063570 2641.796753 3474.926692 4439.272416 5624.622597
2025-07-27 914.221479 1368.839825 1929.270180 2651.463226 3538.359375 4574.055183 5856.774999
2025-08-03 854.708770 1315.718405 1893.285952 2647.124173 3582.671812 4684.600902 6059.338676
2025-08-10 809.033317 1278.091527 1874.604264 2662.309883 3649.237346 4820.671254 6291.645556
2025-08-17 752.026582 1223.170447 1832.420922 2647.350364 3679.028843 4913.810510 6475.174188
2025-08-24 716.094611 1195.167964 1823.812562 2674.094609 3760.142150 5069.227490 6734.323621
2025-08-31 664.280765 1142.125139 1779.727769 2653.011665 3779.560326 5148.143878 6900.231812
2025-09-07 644.647931 1133.464795 1793.908017 2706.893843 3893.240732 5342.696622 7207.022681
2025-09-14 610.191204 1101.491303 1775.032854 2716.130632 3949.207762 5465.537418 7426.227265
2025-09-21 572.862328 1063.257360 1745.895127 2710.310128 3984.749640 5562.303525 7613.121581
2025-09-28 515.619897 991.982543 1668.143539 2636.818232 3930.562970 5545.126435 7657.939001
2025-10-05 513.101193 1004.167740 1707.652614 2722.058147 4083.568171 5789.092344 8027.685775
2025-10-12 497.285658 994.753425 1715.808617 2764.127780 4179.869045 5961.655964 8309.147581
2025-10-19 472.698380 970.189024 1701.191590 2774.096071 4233.322812 6079.668466 8522.602252
2025-10-26 445.385133 939.772598 1676.878723 2769.621583 4266.877483 6171.898189 8703.619790